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Principal Software Architect
Это престижная позиция в компании-лидере индустрии ИИ, входящей в SoftBank Group. Отличный пакет льгот, работа над передовыми технологиями и высокая степень влияния на продукт делают эту вакансию крайне привлекательной для топ-архитекторов.
Сложность вакансии
Роль требует исключительного уровня технической экспертизы в области ML-ускорителей, системного программирования (C/C++) и архитектуры CPU. Высокая сложность обусловлена необходимостью принимать стратегические решения на стыке железа и софта в быстрорастущей индустрии ИИ.
Анализ зарплаты
Указанная роль Principal Architect в Великобритании в сфере полупроводников и ИИ обычно оплачивается значительно выше среднего по рынку ПО. Ожидаемый диапазон составляет £120,000 – £160,000 в год без учета бонусов и акций.
Сопроводительное письмо
I am writing to express my strong interest in the Principal Software Architect position at Graphcore. With extensive experience in high-performance computing and a deep understanding of ML accelerator software stacks, I have consistently demonstrated the ability to bridge the gap between complex hardware architectures and efficient software frameworks like PyTorch and Triton. My background in C++ development and system-level design aligns perfectly with Graphcore's mission to unlock the next generation of AI breakthroughs.
Throughout my career, I have excelled at defining architectural visions and communicating them effectively to cross-functional engineering teams. I pride myself on a pragmatic approach to decision-making, always weighing technical trade-offs against business goals and engineering outcomes. I am particularly drawn to Graphcore's collaborative culture and the opportunity to work within the SoftBank Group family to enable Artificial Super Intelligence. I am confident that my expertise in firmware, drivers, and collective communications will be a significant asset to your software architecture team.
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Описание вакансии
About Graphcore
Graphcore is one of the world’s leading innovators in Artificial Intelligence compute.
It is developing hardware, software and systems infrastructure that will unlock the next generation of AI breakthroughs and power the widespread adoption of AI solutions across every industry.
As part of the SoftBank Group, Graphcore is a member of an elite family of companies responsible for some of the world’s most transformative technologies. Together, they share a bold vision: to enable Artificial Super Intelligence and ensure its benefits are accessible to everyone.
Graphcore’s teams are drawn from diverse backgrounds and bring a broad range of skills and perspectives. A melting pot of AI research specialists, silicon designers, software engineers and systems architects, Graphcore enjoys a culture of continuous learning and constant innovation.
Job Summary
We are looking for a Principal Architect to define and drive the architectural vision of the software stack for the Graphcore ML accelerator.
In this role, you will shape the architecture of our software ecosystem and maintain a deep understanding of the product’s hardware and software components, their interfaces, and how they interact.
You are an excellent communicator, and you proactively convey the software architecture.
You bring a pragmatic, trade-off-aware approach to decision-making, fully recognising the impact of architectural choices on product direction and engineering outcomes.
The Team
The software architecture team is responsible for defining, maintaining and communicating the overarching architecture of our software stack, from firmware to ML frameworks.
The team works within the wider software organisation, partnering closely with engineering teams who deliver against this architectural vision.
Responsibilities and Duties
- Define & document the software architecture of the software stack.
- Work across different software domains to ensure a coherent end too end architecture.
- Clearly communicate the software architecture to engineering teams.
- Ensure teams understand key software architectural components, interfaces, and guiding principles.
- Continuously maintain the software architecture as the product evolves. Communicate architectural changes proactively to all relevant stakeholders.
- Stay informed about trends and developments in the ML/software ecosystem.
- Assess the architectural impact of new technologies.
- Be aware of the usability, performance, reliability, maintainability, testability, security and observability constraints on the software architecture.
- Prototyping and validating architectural concepts through proof-of-concept implementations.
- Contribute to future and/or related product definitions with a forward-looking mindset, understanding and communicating the impact of future direction on software architecture.
- Work with the HW and Silicon architects to ensure product the needs of software stack.
- Ensure the software architecture meets the product requirements.
- Work closely with engineering, product, leadership, and partners to ensure alignment between business goals and architectural direction.
Candidate Profile
Essential:
- Expertise in one or more of these technologies; Firmware, Drivers, ML frameworks (PyTorch, Triton, etc), Collectives, HPC, Tooling, C & C++, CPU architectures.
- Technical expertise in the ML accelerator software space.
- Excellent communication skill, both written and verbal.
- Collaborative mindset and ability to influence.
- Pragmatic approach to decision making, being very aware of trade-offs and implications.
Desirable
- Demonstrable experience in a previous architecture role.
Benefits
- In addition to a competitive salary, Graphcore offers flexible working, a generous annual leave policy, private medical insurance and health cash plan, a dental plan, pension (matched up to 5%), life assurance and income protection. We have a generous parental leave policy and an employee assistance programme (which includes health, mental wellbeing, and bereavement support). We offer a range of healthy food and snacks at our central Bristol office and have our own barista bar! We welcome people of different backgrounds and experiences; we’re committed to building an inclusive work environment that makes Graphcore a great home for everyone. We offer an equal opportunity process and understand that there are visible and invisible differences in all of us. We can provide a flexible approach to interview and encourage you to chat to us if you require any reasonable adjustments.
Applicants for this position must hold the right to work in the UK. Unfortunately at this time, we are unable to provide visa sponsorship or support for visa applications
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Навыки
- C++
- PyTorch
- Triton
- HPC
- Firmware
- Device Drivers
- Computer Architecture
- Machine Learning Frameworks
Возможные вопросы на собеседовании
Проверка понимания специфики работы с ML-ускорителями.
Как бы вы спроектировали интерфейс между драйвером устройства и высокоуровневым ML-фреймворком для минимизации задержек при передаче данных?
Оценка навыков работы с аппаратными ограничениями.
Опишите ваш опыт взаимодействия с архитекторами кремния (Silicon Architects). Какие компромиссы обычно возникают при проектировании системы команд (ISA) для софтверного стека?
Проверка знаний в области распределенных вычислений.
Какие стратегии оптимизации коллективных коммуникаций (Collectives) вы считаете наиболее эффективными для масштабирования обучения больших языковых моделей?
Оценка лидерских и коммуникативных качеств.
Расскажите о случае, когда вам пришлось убеждать команду разработчиков принять архитектурное решение, с которым они были не согласны. Каков был результат?
Проверка прагматизма и понимания жизненного цикла продукта.
Как вы балансируете между внедрением инновационных технологий (например, Triton) и необходимостью поддержки стабильности и обратной совместимости текущего стека?
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